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Record W7115011311 · doi:10.1007/978-3-031-99328-2_4

A Multicultural Nomad and Diasporic Intellectual: In Honour of Sneja Gunew

2025· book-chapter· en· W7115011311 on OpenAlexaboutno aff

Bibliographic record

VenueIMISCOE research series · 2025
Typebook-chapter
Languageen
FieldSocial Sciences
TopicAustralian History and Society
Canadian institutionsnot available
Fundersnot available
KeywordsMulticulturalismHonourIndigenousPostmodernismVanguardDiasporaPostcolonialism (international relations)

Abstract

fetched live from OpenAlex

Abstract This chapter honours the work of Professor Sneja Gunew who died in January 2024. It pays particular attention to how her analyses of Australian multiculturalism remain pertinent to the pursuit of migration studies on Indigenous lands. Gunew’s family migrated to Australia as Displaced Persons when she was four years old and migration and displacement were themes she explored across her vast generative body of work. Gunew was at the vanguard of the burgeoning and intersecting fields of multicultural literature and critical multiculturalism, to which she brought a strong grounding in feminist and postmodern theory. Of special interest in this chapter is how Gunew’s work on and in Australia was received before she moved to Canada in 1993. As will be seen, Gunew was a multicultural nomad and diasporic intellectual, but she never left Australia behind, and it remained central to her life and work.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.839
Threshold uncertainty score0.880

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.002
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.117
GPT teacher head0.401
Teacher spread0.284 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreOther

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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